Difference: AnalysisVersion1405006TMVA (7 vs. 6)

Revision 6
09 Mar 2009 - PatRyan
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Analysis Comparisons for Code Version 14.05.006

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  -o "TMVAout.ClassifierRanking.1405006.root"
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The program !MaxEfficiency.py produces a plot showing Background Rejection vs. Signal Efficiency and ranks the classifiers. The plot and the rankings are shown below.
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The program MaxEfficiency.py produces a plot showing Background Rejection vs. Signal Efficiency and ranks the classifiers. The plot and the rankings are shown below.
  Both rankings have the methods PDERS, CutsGA, and Fisher as the top 3.

MaxEfficiency.png
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  TMVAnalysis.py was run over the Training sample of the merged root files. The following command was used to execute the python script:
 
python TMVAnalysis.py \
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-i /home/root_files/single_top/TopPhysDPDMaker/14.05.006/EarlyData/CombineSigBkg/Topology.SingleTop.1405006.FDR2.Electron.Training.NoNeg.root -t "TopTreeSig TopTreeBkg" -o "TMVAout.1405006.root"
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-S /home/root_files/single_top/TopPhysDPDMaker/14.05.006/EarlyData/merged/Topology.SingleTop.1405006.FDR2.Electron.Signal.Training.NoNeg.root -B /home/root_files/single_top/TopPhysDPDMaker/14.05.006/EarlyData/merged/Topology.SingleTop.1405006.FDR2.Electron.Background.Training.NoNeg.root -t "TopTree TopTree" -o TMVAout.1405006.root
  2 signal events were used for signal validation and 2 background event were used for background validation. This was achieved by the following line in TMVAnalysis.py:
 
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